MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Search for software composition analysis (SCA) dependency risks in a SonarQube project (project key optional when MCP integration already defines the default project)
$ npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SonarSource/sonarqube-agent-plugins sonar-dependency-risks --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/SonarSource/sonarqube-agent-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sonar-dependency-risks .claude/skills/sonar-dependency-risks && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "sonar-dependency-risks" agent skill from https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risks into .claude/skills/sonar-dependency-risks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sonar-dependency-risks", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risksType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SonarSource/sonarqube-agent-plugins sonar-dependency-risks --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SonarSource/sonarqube-agent-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sonar-dependency-risks .agents/skills/sonar-dependency-risks && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sonar-dependency-risks" agent skill from https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risks into .agents/skills/sonar-dependency-risks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sonar-dependency-risks", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SonarSource/sonarqube-agent-plugins sonar-dependency-risks --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SonarSource/sonarqube-agent-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sonar-dependency-risks .cursor/skills/sonar-dependency-risks && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sonar-dependency-risks" agent skill from https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risks into .cursor/skills/sonar-dependency-risks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sonar-dependency-risks", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/SonarSource/sonarqube-agent-plugins.git --path skills/sonar-dependency-risks--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SonarSource/sonarqube-agent-plugins sonar-dependency-risks --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SonarSource/sonarqube-agent-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sonar-dependency-risks .gemini/skills/sonar-dependency-risks && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sonar-dependency-risks" agent skill from https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risks into .gemini/skills/sonar-dependency-risks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sonar-dependency-risks", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install SonarSource/sonarqube-agent-plugins sonar-dependency-risksInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SonarSource/sonarqube-agent-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sonar-dependency-risks .github/skills/sonar-dependency-risks && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sonar-dependency-risks" agent skill from https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risks into .github/skills/sonar-dependency-risks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sonar-dependency-risks", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SonarSource/sonarqube-agent-plugins sonar-dependency-risks --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SonarSource/sonarqube-agent-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sonar-dependency-risks .opencode/skills/sonar-dependency-risks && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sonar-dependency-risks" agent skill from https://github.com/SonarSource/sonarqube-agent-plugins/tree/master/skills/sonar-dependency-risks into .opencode/skills/sonar-dependency-risks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sonar-dependency-risks", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
sonar-dependency-risksSearch for software composition analysis (SCA) dependency risks in a SonarQube project (project key optional when MCP integration already defines the default project)
Sonar Dependency Risks is an agent skill from SonarSource/sonarqube-agent-plugins, published by the product's own GitHub organization. Search for software composition analysis (SCA) dependency risks in a SonarQube project (project key optional when MCP integration already defines the default project)
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: SonarQube Plugin for AI Agents.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 6142e57. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepBash(docker ps:*)Bash(podman ps:*)Bash(nerdctl ps:*)Bash(sonar:*)From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
dockerpodmanFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use docker, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Sonar Dependency Risks loads about 1.9k tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 807 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 807 words (~1,888 tokens).
“Search for dependency risks (software composition analysis issues) in a SonarQube project, paired with the releases that appear in the analysed project, application, or portfolio.”
Just SKILL.md in skills/sonar-dependency-risks of SonarSource/sonarqube-agent-plugins.
Open the folder on GitHubat commit 6142e57
Sonar Dependency Risks next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sonar Dependency Risks this skillSonarSource/sonarqube-agent-plugins | 111 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
SonarSource/sonarqube-agent-plugins
Analyze a file for quality and security issues using SonarQube
SonarSource/sonarqube-agent-plugins
Find files with low test coverage and inspect uncovered lines in a SonarQube project (project key optional when MCP integration already defines the default project)
SonarSource/sonarqube-agent-plugins
Find files with code duplications in a SonarQube project and inspect duplication blocks for a file (project key optional when MCP integration already defines the default project)
SonarSource/sonarqube-agent-plugins
Fix a specific SonarQube issue in code by rule key and location
SonarSource/sonarqube-agent-plugins
Search and filter SonarQube issues for a project, branch, or pull request via sonarqube-cli (-p is always required on the CLI; resolve the key from user arguments or sonar-project.properties)
SonarSource/sonarqube-agent-plugins
List SonarQube projects accessible to the current user. An agent skill from SonarSource/sonarqube-agent-plugins.
Works with
Categories
Search for software composition analysis (SCA) dependency risks in a SonarQube project (project key optional when MCP integration already defines the default project). Sonar Dependency Risks is an agent skill from SonarSource/sonarqube-agent-plugins, published by the product's own GitHub organization.
Sonar Dependency Risks fits situations like: tasks that involve MCP servers.
Run `npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a claude-code`. Or copy the skill folder (skills/sonar-dependency-risks in SonarSource/sonarqube-agent-plugins) into .claude/skills/sonar-dependency-risks in your project. Claude Code loads it when a task matches its description.
Run `npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a codex`. Or copy the skill folder (skills/sonar-dependency-risks in SonarSource/sonarqube-agent-plugins) into .agents/skills/sonar-dependency-risks in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add SonarSource/sonarqube-agent-plugins --skill sonar-dependency-risks -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sonar-dependency-risks, .gemini/skills/sonar-dependency-risks, .github/skills/sonar-dependency-risks and .opencode/skills/sonar-dependency-risks in your project.
Going by SKILL.md and its folder, Sonar Dependency Risks needs the command-line tools its instructions call (docker and podman). Our summary lists: Docker. Its frontmatter pre-approves these tools: Read, Grep, Bash(docker ps:*), Bash(podman ps:*), Bash(nerdctl ps:*), Bash(sonar:*).
SKILL.md contains no URLs. Its commands use docker, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Sonar Dependency Risks has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Sonar Dependency Risks: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
SonarSource (a GitHub organization, an official publisher) maintains it in SonarSource/sonarqube-agent-plugins, which has 111 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 7, 2026.
Source: SonarSource/sonarqube-agent-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.